{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'result': {'landmarks': [{'name': 'Eiffel Tower', 'confidence': 0.9998605251312256}]}, 'requestId': 'c875acca-d0c5-4ceb-958d-cece9c4430ef', 'metadata': {'height': 1280, 'width': 1440, 'format': 'Jpeg'}}\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import os\n",
    "import sys\n",
    "import requests\n",
    "%matplotlib inline\n",
    "import matplotlib.pyplot as plt\n",
    "from PIL import Image\n",
    "from io import BytesIO\n",
    "\n",
    "endpoint = \"https://wgj1119.cognitiveservices.azure.com/\"\n",
    "subscription_key = \"6fdd2ccca89448e7ae1c29852f6553b2\"\n",
    "\n",
    "landmark_analyze_url = endpoint + \"vision/v3.1/models/landmarks/analyze\"\n",
    "\n",
    "# Set image_url to the URL of an image that you want to analyze.\n",
    "image_url = \"http://huangnanhui.gitee.io/api-job/image/balitieta.jpeg\"\n",
    "\n",
    "headers = {'Ocp-Apim-Subscription-Key': subscription_key}\n",
    "params = {'model': 'landmarks'}\n",
    "data = {'url': image_url}\n",
    "response = requests.post(\n",
    "    landmark_analyze_url, headers=headers, params=params, json=data)\n",
    "response.raise_for_status()\n",
    "\n",
    "# The 'analysis' object contains various fields that describe the image. The\n",
    "# most relevant landmark for the image is obtained from the 'result' property.\n",
    "analysis = response.json()\n",
    "assert analysis[\"result\"][\"landmarks\"] is not []\n",
    "print(analysis)\n",
    "landmark_name = analysis[\"result\"][\"landmarks\"][0][\"name\"].capitalize()\n",
    "\n",
    "# Display the image and overlay it with the landmark name.\n",
    "image = Image.open(BytesIO(requests.get(image_url).content))\n",
    "plt.imshow(image)\n",
    "plt.axis(\"off\")\n",
    "_ = plt.title(landmark_name, size=\"x-large\", y=-0.1)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.3"
  },
  "toc": {
   "base_numbering": 1,
   "nav_menu": {},
   "number_sections": true,
   "sideBar": true,
   "skip_h1_title": false,
   "title_cell": "Table of Contents",
   "title_sidebar": "Contents",
   "toc_cell": false,
   "toc_position": {},
   "toc_section_display": true,
   "toc_window_display": false
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
